Florian Perdreau Fperdreau

## rank_metrics.py
"""Information Retrieval metrics

Useful Resources:
http://www.cs.utexas.edu/~mooney/ir-course/slides/Evaluation.ppt
http://www.nii.ac.jp/TechReports/05-014E.pdf
http://www.stanford.edu/class/cs276/handouts/EvaluationNew-handout-6-per.pdf
http://hal.archives-ouvertes.fr/docs/00/72/67/60/PDF/07-busa-fekete.pdf
Learning to Rank for Information Retrieval (Tie-Yan Liu)
"""
import numpy as np

## discrete_cmap.py
# By Jake VanderPlas
# License: BSD-style

import matplotlib.pyplot as plt
import numpy as np


def discrete_cmap(N, base_cmap=None):
    """Create an N-bin discrete colormap from the specified input map"""

## pioexport
$ bin/pio export --appid 8 --output /home/exportFinal3 --format parquet

## ExplicitMF_ALS.py
from numpy.linalg import solve

class ExplicitMF():
    def __init__(self,
                 ratings,
                 n_factors=40,
                 item_reg=0.0,
                 user_reg=0.0,
                 verbose=False):
        """

## understanding-word-vectors.ipynb

      
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                aparrish
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                Understanding word vectors: A tutorial for "Reading and Writing Electronic Text," a class I teach at ITP. (Python 2.7) Code examples released under CC0 https://creativecommons.org/choose/zero/, other text released under CC BY 4.0 https://creativecommons.org/licenses/by/4.0/
              
          
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## bibtex.png

      
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                max-mapper
                / bibtex.png
            
            
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                How to make a scientific looking PDF from markdown (with bibliography)
              
          
## epson-iscan-networked-scanner.md

      
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                unfulvio
                / epson-iscan-networked-scanner.md
            
            
              Created
              July 5, 2017 04:14
            
              
                Get Epson iScan to work in Ubuntu with a networked/wireless scanner
              
          
    If you see this error upon starting iScan aka "Image Scan for Linux":

“Could not send command to scanner. Check the scanner’s status.”

It means the iScan couldn't find the scanner. This happens often if it's not connected via USB, but lives in a wireless network for instance.
Do the following:
cd /etc/sane.d/

  
## r_ubuntu.sh
# Add repo to install the last R
sudo apt install apt-transport-https software-properties-common
sudo apt-key adv --keyserver keyserver.ubuntu.com --recv-keys E298A3A825C0D65DFD57CBB651716619E084DAB9
sudo add-apt-repository 'deb https://cloud.r-project.org/bin/linux/ubuntu eoan-cran35/'

# Install R
sudo apt update
sudo apt install gdebi libxml2-dev libssl-dev libcurl4-openssl-dev libopenblas-dev r-base r-base-dev

# Install RStudio
	"""Information Retrieval metrics

	Useful Resources:
	http://www.cs.utexas.edu/~mooney/ir-course/slides/Evaluation.ppt
	http://www.nii.ac.jp/TechReports/05-014E.pdf
	http://www.stanford.edu/class/cs276/handouts/EvaluationNew-handout-6-per.pdf
	http://hal.archives-ouvertes.fr/docs/00/72/67/60/PDF/07-busa-fekete.pdf
	Learning to Rank for Information Retrieval (Tie-Yan Liu)
	"""
	import numpy as np
	# By Jake VanderPlas
	# License: BSD-style

	import matplotlib.pyplot as plt
	import numpy as np


	def discrete_cmap(N, base_cmap=None):
	"""Create an N-bin discrete colormap from the specified input map"""
	from numpy.linalg import solve

	class ExplicitMF():
	def __init__(self,
	ratings,
	n_factors=40,
	item_reg=0.0,
	user_reg=0.0,
	verbose=False):
	"""
	# Add repo to install the last R
	sudo apt install apt-transport-https software-properties-common
	sudo apt-key adv --keyserver keyserver.ubuntu.com --recv-keys E298A3A825C0D65DFD57CBB651716619E084DAB9
	sudo add-apt-repository 'deb https://cloud.r-project.org/bin/linux/ubuntu eoan-cran35/'

	# Install R
	sudo apt update
	sudo apt install gdebi libxml2-dev libssl-dev libcurl4-openssl-dev libopenblas-dev r-base r-base-dev

	# Install RStudio